\chapter{Tabelas Classificação por Histograma de Cores} \label{apen:histogramas}

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\section{Correlação e RGB} 
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% Correlação, RGB, Tamanho 100% 
\begin{table}[H] 
	\caption{Correlação, RGB, Tamanho 100\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Correlação, RGB, Tamanho 100\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 0 & 33 & 17 & 10 & 0.0000 & 55.00\% \\ 
		Catedral & 5 & 38 & 12 & 5 & 0.3704 & 71.67\% \\ 
		Congresso & 1 & 34 & 16 & 9 & 0.0741 & 58.33\% \\ 
		Ponte & 8 & 41 & 9 & 2 & 0.5926 & 81.67\% \\ 
		Teatro & 1 & 34 & 16 & 9 & 0.0741 & 58.33\% \\ 
		Memorial JK & 2 & 35 & 15 & 8 & 0.1481 & 61.67\% \\ 
		\hline
		Média & 2.83 & 35.83 & 14.17 & 7.17 & 0.2099 & 64.44\% \\ 
		\hline
	\end{tabular}
\end{table} 


% Correlação, RGB, Tamanho 50% 
\begin{table}[H] 
	\caption{Correlação, RGB, Tamanho 50\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Correlação, RGB, Tamanho 50\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 0 & 33 & 17 & 10 & 0.0000 & 55.00\% \\ 
		Catedral & 5 & 38 & 12 & 5 & 0.3704 & 71.67\% \\ 
		Congresso & 1 & 34 & 16 & 9 & 0.0741 & 58.33\% \\ 
		Ponte & 8 & 41 & 9 & 2 & 0.5926 & 81.67\% \\ 
		Teatro & 1 & 34 & 16 & 9 & 0.0741 & 58.33\% \\ 
		Memorial JK & 2 & 35 & 15 & 8 & 0.1481 & 61.67\% \\ 
		\hline
		Média & 2.83 & 35.83 & 14.17 & 7.17 & 0.2099 & 64.44\% \\ 
		\hline
	\end{tabular}
\end{table} 


% Correlação, RGB, Tamanho 25% 
\begin{table}[H] 
	\caption{Correlação, RGB, Tamanho 25\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Correlação, RGB, Tamanho 25\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 0 & 34 & 16 & 10 & 0.0000 & 56.67\% \\ 
		Catedral & 5 & 39 & 11 & 5 & 0.3846 & 73.33\% \\ 
		Congresso & 1 & 35 & 15 & 9 & 0.0769 & 60.00\% \\ 
		Ponte & 8 & 42 & 8 & 2 & 0.6154 & 83.33\% \\ 
		Teatro & 1 & 35 & 15 & 9 & 0.0769 & 60.00\% \\ 
		Memorial JK & 1 & 35 & 15 & 9 & 0.0769 & 60.00\% \\ 
		\hline
		Média & 2.67 & 36.67 & 13.33 & 7.33 & 0.2051 & 65.56\% \\ 
		\hline
	\end{tabular}
\end{table} 

\section{Correlação e YCbCr} 
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% Correlação, YCbCr, Tamanho 100% 
\begin{table}[H] 
	\caption{Correlação, YCbCr, Tamanho 100\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Correlação, YCbCr, Tamanho 100\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 1 & 33 & 17 & 9 & 0.0714 & 56.67\% \\ 
		Catedral & 6 & 38 & 12 & 4 & 0.4286 & 73.33\% \\ 
		Congresso & 4 & 36 & 14 & 6 & 0.2857 & 66.67\% \\ 
		Ponte & 4 & 36 & 14 & 6 & 0.2857 & 66.67\% \\ 
		Teatro & 3 & 35 & 15 & 7 & 0.2143 & 63.33\% \\ 
		Memorial JK & 0 & 32 & 18 & 10 & 0.0000 & 53.33\% \\ 
		\hline
		Média & 3.00 & 35.00 & 15.00 & 7.00 & 0.2143 & 63.33\% \\ 
		\hline
	\end{tabular}
\end{table} 


% Correlação, YCbCr, Tamanho 50% 
\begin{table}[H] 
	\caption{Correlação, YCbCr, Tamanho 50\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Correlação, YCbCr, Tamanho 50\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 1 & 33 & 17 & 9 & 0.0714 & 56.67\% \\ 
		Catedral & 6 & 38 & 12 & 4 & 0.4286 & 73.33\% \\ 
		Congresso & 4 & 36 & 14 & 6 & 0.2857 & 66.67\% \\ 
		Ponte & 4 & 36 & 14 & 6 & 0.2857 & 66.67\% \\ 
		Teatro & 3 & 35 & 15 & 7 & 0.2143 & 63.33\% \\ 
		Memorial JK & 0 & 32 & 18 & 10 & 0.0000 & 53.33\% \\ 
		\hline
		Média & 3.00 & 35.00 & 15.00 & 7.00 & 0.2143 & 63.33\% \\ 
		\hline
	\end{tabular}
\end{table} 


% Correlação, YCbCr, Tamanho 25% 
\begin{table}[H] 
	\caption{Correlação, YCbCr, Tamanho 25\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Correlação, YCbCr, Tamanho 25\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 1 & 29 & 21 & 9 & 0.0625 & 50.00\% \\ 
		Catedral & 7 & 35 & 15 & 3 & 0.4375 & 70.00\% \\ 
		Congresso & 4 & 32 & 18 & 6 & 0.2500 & 60.00\% \\ 
		Ponte & 4 & 32 & 18 & 6 & 0.2500 & 60.00\% \\ 
		Teatro & 3 & 31 & 19 & 7 & 0.1875 & 56.67\% \\ 
		Memorial JK & 3 & 31 & 19 & 7 & 0.1875 & 56.67\% \\ 
		\hline
		Média & 3.67 & 31.67 & 18.33 & 6.33 & 0.2292 & 58.89\% \\ 
		\hline
	\end{tabular}
\end{table} 


\section{Chi-Quadrado e RGB} 
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% Chi-quadrado, RGB, Tamanho 100% 
\begin{table}[H] 
	\caption{Chi-quadrado, RGB, Tamanho 100\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Chi-quadrado, RGB, Tamanho 100\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 2 & 31 & 19 & 8 & 0.1290 & 55.00\% \\ 
		Catedral & 7 & 36 & 14 & 3 & 0.4516 & 71.67\% \\ 
		Congresso & 2 & 31 & 19 & 8 & 0.1290 & 55.00\% \\ 
		Ponte & 7 & 36 & 14 & 3 & 0.4516 & 71.67\% \\ 
		Teatro & 2 & 31 & 19 & 8 & 0.1290 & 55.00\% \\ 
		Memorial JK & 1 & 30 & 20 & 9 & 0.0645 & 51.67\% \\ 
		\hline
		Média & 3.50 & 32.50 & 17.50 & 6.50 & 0.2258 & 60.00\% \\ 
		\hline
	\end{tabular}
\end{table} 


% Chi-quadrado, RGB, Tamanho 50% 
\begin{table}[H] 
	\caption{Chi-quadrado, RGB, Tamanho 50\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Chi-quadrado, RGB, Tamanho 50\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 2 & 32 & 18 & 8 & 0.1333 & 56.67\% \\ 
		Catedral & 7 & 37 & 13 & 3 & 0.4667 & 73.33\% \\ 
		Congresso & 2 & 32 & 18 & 8 & 0.1333 & 56.67\% \\ 
		Ponte & 6 & 36 & 14 & 4 & 0.4000 & 70.00\% \\ 
		Teatro & 2 & 32 & 18 & 8 & 0.1333 & 56.67\% \\ 
		Memorial JK & 1 & 31 & 19 & 9 & 0.0667 & 53.33\% \\ 
		\hline
		Média & 3.33 & 33.33 & 16.67 & 6.67 & 0.2222 & 61.11\% \\ 
		\hline
	\end{tabular}
\end{table} 


% Chi-quadrado, RGB, Tamanho 25% 
\begin{table}[H] 
	\caption{Chi-quadrado, RGB, Tamanho 25\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Chi-quadrado, RGB, Tamanho 25\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 2 & 30 & 20 & 8 & 0.1250 & 53.33\% \\ 
		Catedral & 7 & 35 & 15 & 3 & 0.4375 & 70.00\% \\ 
		Congresso & 2 & 30 & 20 & 8 & 0.1250 & 53.33\% \\ 
		Ponte & 7 & 35 & 15 & 3 & 0.4375 & 70.00\% \\ 
		Teatro & 2 & 30 & 20 & 8 & 0.1250 & 53.33\% \\ 
		Memorial JK & 2 & 30 & 20 & 8 & 0.1250 & 53.33\% \\ 
		\hline
		Média & 3.67 & 31.67 & 18.33 & 6.33 & 0.2292 & 58.89\% \\ 
		\hline
	\end{tabular}
\end{table} 


\section{Chi-Quadrado e YCbCr} 
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% Chi-quadrado, YCbCr, Tamanho 100% 
\begin{table}[H] 
	\caption{Chi-quadrado, YCbCr, Tamanho 100\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Chi-quadrado, YCbCr, Tamanho 100\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 1 & 21 & 29 & 9 & 0.0500 & 36.67\% \\ 
		Catedral & 10 & 30 & 20 & 0 & 0.5000 & 66.67\% \\ 
		Congresso & 7 & 27 & 23 & 3 & 0.3500 & 56.67\% \\ 
		Ponte & 2 & 22 & 28 & 8 & 0.1000 & 40.00\% \\ 
		Teatro & 4 & 24 & 26 & 6 & 0.2000 & 46.67\% \\ 
		Memorial JK & 6 & 26 & 24 & 4 & 0.3000 & 53.33\% \\ 
		\hline
		Média & 5.00 & 25.00 & 25.00 & 5.00 & 0.2500 & 50.00\% \\ 
		\hline
	\end{tabular}
\end{table} 


% Chi-quadrado, YCbCr, Tamanho 50% 
\begin{table}[H] 
	\caption{Chi-quadrado, YCbCr, Tamanho 50\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Chi-quadrado, YCbCr, Tamanho 50\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 1 & 21 & 29 & 9 & 0.0500 & 36.67\% \\ 
		Catedral & 10 & 30 & 20 & 0 & 0.5000 & 66.67\% \\ 
		Congresso & 7 & 27 & 23 & 3 & 0.3500 & 56.67\% \\ 
		Ponte & 2 & 22 & 28 & 8 & 0.1000 & 40.00\% \\ 
		Teatro & 4 & 24 & 26 & 6 & 0.2000 & 46.67\% \\ 
		Memorial JK & 6 & 26 & 24 & 4 & 0.3000 & 53.33\% \\ 
		\hline
		Média & 5.00 & 25.00 & 25.00 & 5.00 & 0.2500 & 50.00\% \\ 
		\hline
	\end{tabular}
\end{table} 


% Chi-quadrado, YCbCr, Tamanho 25% 
\begin{table}[H] 
	\caption{Chi-quadrado, YCbCr, Tamanho 25\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Chi-quadrado, YCbCr, Tamanho 25\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 1 & 21 & 29 & 9 & 0.0500 & 36.67\% \\ 
		Catedral & 10 & 30 & 20 & 0 & 0.5000 & 66.67\% \\ 
		Congresso & 7 & 27 & 23 & 3 & 0.3500 & 56.67\% \\ 
		Ponte & 2 & 22 & 28 & 8 & 0.1000 & 40.00\% \\ 
		Teatro & 4 & 24 & 26 & 6 & 0.2000 & 46.67\% \\ 
		Memorial JK & 6 & 26 & 24 & 4 & 0.3000 & 53.33\% \\ 
		\hline
		Média & 5.00 & 25.00 & 25.00 & 5.00 & 0.2500 & 50.00\% \\ 
		\hline
	\end{tabular}
\end{table} 

\section{Bhattacharyya e RGB} 
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% Bhattacharyya, RGB, Tamanho 100% 
\begin{table}[H] 
	\caption{Bhattacharyya, RGB, Tamanho 100\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Bhattacharyya, RGB, Tamanho 100\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 2 & 32 & 18 & 8 & 0.1333 & 56.67\% \\ 
		Catedral & 7 & 37 & 13 & 3 & 0.4667 & 73.33\% \\ 
		Congresso & 2 & 32 & 18 & 8 & 0.1333 & 56.67\% \\ 
		Ponte & 7 & 37 & 13 & 3 & 0.4667 & 73.33\% \\ 
		Teatro & 2 & 32 & 18 & 8 & 0.1333 & 56.67\% \\ 
		Memorial JK & 0 & 30 & 20 & 10 & 0.0000 & 50.00\% \\ 
		\hline
		Média & 3.33 & 33.33 & 16.67 & 6.67 & 0.2222 & 61.11\% \\ 
		\hline
	\end{tabular}
\end{table} 


% Bhattacharyya, RGB, Tamanho 50% 
\begin{table}[H] 
	\caption{Bhattacharyya, RGB, Tamanho 50\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Bhattacharyya, RGB, Tamanho 50\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 2 & 32 & 18 & 8 & 0.1333 & 56.67\% \\ 
		Catedral & 7 & 37 & 13 & 3 & 0.4667 & 73.33\% \\ 
		Congresso & 2 & 32 & 18 & 8 & 0.1333 & 56.67\% \\ 
		Ponte & 7 & 37 & 13 & 3 & 0.4667 & 73.33\% \\ 
		Teatro & 2 & 32 & 18 & 8 & 0.1333 & 56.67\% \\ 
		Memorial JK & 0 & 30 & 20 & 10 & 0.0000 & 50.00\% \\ 
		\hline
		Média & 3.33 & 33.33 & 16.67 & 6.67 & 0.2222 & 61.11\% \\ 
		\hline
	\end{tabular}
\end{table} 


% Bhattacharyya, RGB, Tamanho 25% 
\begin{table}[H] 
	\caption{Bhattacharyya, RGB, Tamanho 25\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Bhattacharyya, RGB, Tamanho 25\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 2 & 32 & 18 & 8 & 0.1333 & 56.67\% \\ 
		Catedral & 7 & 37 & 13 & 3 & 0.4667 & 73.33\% \\ 
		Congresso & 2 & 32 & 18 & 8 & 0.1333 & 56.67\% \\ 
		Ponte & 7 & 37 & 13 & 3 & 0.4667 & 73.33\% \\ 
		Teatro & 2 & 32 & 18 & 8 & 0.1333 & 56.67\% \\ 
		Memorial JK & 0 & 30 & 20 & 10 & 0.0000 & 50.00\% \\ 
		\hline
		Média & 3.33 & 33.33 & 16.67 & 6.67 & 0.2222 & 61.11\% \\ 
		\hline
	\end{tabular}
\end{table} 


\section{Bhattacharyya e YCbCr} 
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% Bhattacharyya, YCbCr, Tamanho 100% 
\begin{table}[H] 
	\caption{Bhattacharyya, YCbCr, Tamanho 100\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Bhattacharyya, YCbCr, Tamanho 100\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 1 & 22 & 28 & 9 & 0.0513 & 38.33\% \\ 
		Catedral & 10 & 31 & 19 & 0 & 0.5128 & 68.33\% \\ 
		Congresso & 5 & 26 & 24 & 5 & 0.2564 & 51.67\% \\ 
		Ponte & 3 & 24 & 26 & 7 & 0.1538 & 45.00\% \\ 
		Teatro & 4 & 25 & 25 & 6 & 0.2051 & 48.33\% \\ 
		Memorial JK & 6 & 27 & 23 & 4 & 0.3077 & 55.00\% \\ 
		\hline
		Média & 4.83 & 25.83 & 24.17 & 5.17 & 0.2479 & 51.11\% \\ 
		\hline
	\end{tabular}
\end{table} 


% Bhattacharyya, YCbCr, Tamanho 50% 
\begin{table}[H] 
	\caption{Bhattacharyya, YCbCr, Tamanho 50\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Bhattacharyya, YCbCr, Tamanho 50\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 1 & 22 & 28 & 9 & 0.0513 & 38.33\% \\ 
		Catedral & 10 & 31 & 19 & 0 & 0.5128 & 68.33\% \\ 
		Congresso & 5 & 26 & 24 & 5 & 0.2564 & 51.67\% \\ 
		Ponte & 3 & 24 & 26 & 7 & 0.1538 & 45.00\% \\ 
		Teatro & 4 & 25 & 25 & 6 & 0.2051 & 48.33\% \\ 
		Memorial JK & 6 & 27 & 23 & 4 & 0.3077 & 55.00\% \\ 
		\hline
		Média & 4.83 & 25.83 & 24.17 & 5.17 & 0.2479 & 51.11\% \\ 
		\hline
	\end{tabular}
\end{table} 


% Bhattacharyya, YCbCr, Tamanho 25% 
\begin{table}[H] 
	\caption{Bhattacharyya, YCbCr, Tamanho 25\%.} 
	\centering
	\begin{tabular}{ |l|c|c|c|c|c|c| } 
		\hline
		\multicolumn{7}{ |c| }{Bhattacharyya, YCbCr, Tamanho 25\% } \\ 
		\hline
		 & TP & TN & FP & FN & F-measure & Acurácia \\ 
		\hline
		Museu & 1 & 21 & 29 & 9 & 0.0500 & 36.67\% \\ 
		Catedral & 10 & 30 & 20 & 0 & 0.5000 & 66.67\% \\ 
		Congresso & 5 & 25 & 25 & 5 & 0.2500 & 50.00\% \\ 
		Ponte & 4 & 24 & 26 & 6 & 0.2000 & 46.67\% \\ 
		Teatro & 4 & 24 & 26 & 6 & 0.2000 & 46.67\% \\ 
		Memorial JK & 6 & 26 & 24 & 4 & 0.3000 & 53.33\% \\ 
		\hline
		Média & 5.00 & 25.00 & 25.00 & 5.00 & 0.2500 & 50.00\% \\ 
		\hline
	\end{tabular}
\end{table} 



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\chapter{Tabelas Classificação por Redes Neurais} \label{apen:redes_neurais} %%%%%%%%%%%%
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\section{Configuração A - CbCr} 
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

%CbCr
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]\label{tab:cbcr}
        \caption{CbCr.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{CbCr} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 2 & 6 & 41 & 9 & 4 & 0,4800 & 78,33\%\\ 
        Catedral & 2 & 6 & 37 & 13 & 4 & 0,4138 & 71,67\%\\ 
        Congresso & 2 & 2 & 50 & 0 & 8 & 0,3333 & 86,67\%\\ 
        Ponte & 2 & 5 & 38 & 12 & 5 & 0,3704 & 71,67\%\\ 
        Teatro & 2 & 7 & 38 & 12 & 3 & 0,4828 & 75,00\%\\ 
        Memorial JK & 1 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
        \hline
        Média & 1,83 & 6,00 & 42,33 & 7,67 & 4,00 & 0,5070 & 80,56\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup

\section{Configuração B - YCbCr} 
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

%YCbCr
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]\label{tab:ycbcr}
        \caption{YCbCr.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{YCbCr} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 3 & 7 & 38 & 12 & 3 & 0,4828 & 75,00\%\\ 
        Catedral & 3 & 5 & 44 & 6 & 5 & 0,4762 & 81,67\%\\ 
        Congresso & 2 & 2 & 50 & 0 & 8 & 0,3333 & 86,67\%\\ 
        Ponte & 3 & 6 & 48 & 2 & 4 & 0,6667 & 90,00\%\\ 
        Teatro & 2 & 7 & 49 & 1 & 3 & 0,7778 & 93,33\%\\ 
        Memorial JK & 1 & 10 & 49 & 1 & 0 & 0,9524 & 98,33\%\\ 
        \hline
        Média & 2,33 & 6,17 & 46,33 & 3,67 & 3,83 & 0,6218 & 87,50\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup


\section{Configuração C - Apenas Projeções}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

%H5 V5
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H5 V5.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H5 V5} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 8 & 7 & 50 & 0 & 3 & 0,8235 & 95,00\%\\ 
        Catedral & 7 & 10 & 49 & 1 & 0 & 0,9524 & 98,33\%\\ 
        Congresso & 3 & 10 & 46 & 4 & 0 & 0,8333 & 93,33\%\\ 
        Ponte & 10 & 10 & 49 & 1 & 0 & 0,9524 & 98,33\%\\ 
        Teatro & 10 & 9 & 49 & 1 & 1 & 0,9000 & 96,67\%\\ 
        Memorial JK & 2 & 9 & 50 & 0 & 1 & 0,9474 & 98,33\%\\ 
        \hline
        Média & 6,67 & 9,17 & 48,83 & 1,17 & 0,83 & 0,9016 & 96,67\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup

	
%H10 V10
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H10 V10.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H10 V10} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 12 & 7 & 50 & 0 & 3 & 0,8235 & 95,00\%\\ 
        Catedral & 3 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
        Congresso & 14 & 10 & 47 & 3 & 0 & 0,8696 & 95,00\%\\ 
        Ponte & 13 & 10 & 49 & 1 & 0 & 0,9524 & 98,33\%\\ 
        Teatro & 2 & 8 & 49 & 1 & 2 & 0,8421 & 95,00\%\\ 
        Memorial JK & 12 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
        \hline
        Média & 9,33 & 9,17 & 49,17 & 0,83 & 0,83 & 0,9167 & 97,22\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup


%H20 V20
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H20 V20.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H20 V20} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 8 & 8 & 50 & 0 & 2 & 0,8889 & 96,67\%\\ 
        Catedral & 2 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
        Congresso & 17 & 9 & 50 & 0 & 1 & 0,9474 & 98,33\%\\ 
        Ponte & 13 & 10 & 47 & 3 & 0 & 0,8696 & 95,00\%\\ 
        Teatro & 2 & 10 & 49 & 1 & 0 & 0,9524 & 98,33\%\\ 
        Memorial JK & 7 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
        \hline
        Média & 8,17 & 9,50 & 49,33 & 0,67 & 0,50 & 0,9421 & 98,06\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup


%H30 V30
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H30 V30.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H30 V30} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 23 & 7 & 50 & 0 & 3 & 0,8235 & 95,00\%\\ 
        Catedral & 3 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
        Congresso & 18 & 10 & 48 & 2 & 0 & 0,9091 & 96,67\%\\ 
        Ponte & 29 & 9 & 48 & 2 & 1 & 0,8571 & 95,00\%\\ 
        Teatro & 6 & 10 & 49 & 1 & 0 & 0,9524 & 98,33\%\\ 
        Memorial JK & 3 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
        \hline
        Média & 13,67 & 9,33 & 49,17 & 0,83 & 0,67 & 0,9256 & 97,50\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup


%H40 V40
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H40 V40.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H40 V40} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 4 & 8 & 46 & 4 & 2 & 0,7273 & 90,00\%\\ 
        Catedral & 1 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
        Congresso & 7 & 10 & 47 & 3 & 0 & 0,8696 & 95,00\%\\ 
        Ponte & 10 & 10 & 46 & 4 & 0 & 0,8333 & 93,33\%\\ 
        Teatro & 1 & 8 & 50 & 0 & 2 & 0,8889 & 96,67\%\\ 
        Memorial JK & 22 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
        \hline
        Média & 7,50 & 9,33 & 48,17 & 1,83 & 0,67 & 0,8819 & 95,83\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup

\section{Configuração D - Projeções + CbCr} 
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

%H5 V5
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H5 V5 + CbCr.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H5 V5} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 9 & 7 & 49 & 1 & 3 & 0,7778 & 93,33\%\\ 
		Catedral & 3 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
		Congresso & 7 & 8 & 47 & 3 & 2 & 0,7619 & 91,67\%\\ 
		Ponte & 7 & 10 & 47 & 3 & 0 & 0,8696 & 95,00\%\\ 
		Teatro & 5 & 8 & 49 & 1 & 2 & 0,8421 & 95,00\%\\ 
		Memorial JK & 12 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
		\hline
		Média & 7,17 & 8,83 & 48,67 & 1,33 & 1,17 & 0,8760 & 95,83\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup


%H10 V10
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H10 V10 + CbCr.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H10 V10} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 3 & 8 & 49 & 1 & 2 & 0,8421 & 95,00\%\\ 
		Catedral & 3 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
		Congresso & 11 & 9 & 47 & 3 & 1 & 0,8182 & 93,33\%\\ 
		Ponte & 12 & 10 & 48 & 2 & 0 & 0,9091 & 96,67\%\\ 
		Teatro & 2 & 10 & 48 & 2 & 0 & 0,9091 & 96,67\%\\ 
		Memorial JK & 10 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
		\hline
		Média & 6,83 & 9,50 & 48,67 & 1,33 & 0,50 & 0,9120 & 96,94\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup


%H20 V20
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H20 V20 + CbCr.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H20 V20} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 9 & 8 & 49 & 1 & 2 & 0,8421 & 95,00\%\\ 
		Catedral & 1 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
		Congresso & 24 & 9 & 49 & 1 & 1 & 0,9000 & 96,67\%\\ 
		Ponte & 24 & 10 & 47 & 3 & 0 & 0,8696 & 95,00\%\\ 
		Teatro & 11 & 10 & 49 & 1 & 0 & 0,9524 & 98,33\%\\ 
		Memorial JK & 17 & 10 & 49 & 1 & 0 & 0,9524 & 98,33\%\\ 
		\hline
		Média & 14,33 & 9,50 & 48,83 & 1,17 & 0,50 & 0,9194 & 97,22\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup


%H30 V30
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H30 V30 + CbCr.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H30 V30} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 3 & 8 & 49 & 1 & 2 & 0,8421 & 95,00\%\\ 
		Catedral & 4 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
		Congresso & 5 & 10 & 48 & 2 & 0 & 0,9091 & 96,67\%\\ 
		Ponte & 7 & 10 & 47 & 3 & 0 & 0,8696 & 95,00\%\\ 
		Teatro & 25 & 10 & 49 & 1 & 0 & 0,9524 & 98,33\%\\ 
		Memorial JK & 27 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
		\hline
		Média & 11,83 & 9,67 & 48,83 & 1,17 & 0,33 & 0,9280 & 97,50\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup


%H40 V40
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H40 V40 + CbCr.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H40 V40} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 3 & 7 & 50 & 0 & 3 & 0,8235 & 95,00\%\\ 
		Catedral & 4 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
		Congresso & 8 & 9 & 49 & 1 & 1 & 0,9000 & 96,67\%\\ 
		Ponte & 20 & 10 & 48 & 2 & 0 & 0,9091 & 96,67\%\\ 
		Teatro & 8 & 8 & 50 & 0 & 2 & 0,8889 & 96,67\%\\ 
		Memorial JK & 11 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
		\hline
		Média & 9,00 & 9,00 & 49,50 & 0,50 & 1,00 & 0,9231 & 97,50\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup


\section{Configuração E - Projeções + YCbCr}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

%H5 V5
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H5 V5 + YCbCr.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H5 V5} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 9 & 10 & 45 & 5 & 0 & 0,8000 & 91,67\%\\ 
        Catedral & 5 & 10 & 49 & 1 & 0 & 0,9524 & 98,33\%\\ 
        Congresso & 8 & 9 & 46 & 4 & 1 & 0,7826 & 91,67\%\\ 
        Ponte & 4 & 9 & 47 & 3 & 1 & 0,8182 & 93,33\%\\ 
        Teatro & 1 & 8 & 49 & 1 & 2 & 0,8421 & 95,00\%\\ 
        Memorial JK & 13 & 10 & 49 & 1 & 0 & 0,9524 & 98,33\%\\ 
        \hline
        Média & 6,67 & 9,33 & 47,50 & 2,50 & 0,67 & 0,8550 & 94,72\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup


%H10 V10
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H10 V10 + YCbCr.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H10 V10} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 12 & 7 & 50 & 0 & 3 & 0,8235 & 95,00\%\\ 
        Catedral & 14 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
        Congresso & 8 & 9 & 47 & 3 & 1 & 0,8182 & 93,33\%\\ 
        Ponte & 21 & 10 & 46 & 4 & 0 & 0,8333 & 93,33\%\\ 
        Teatro & 5 & 8 & 49 & 1 & 2 & 0,8421 & 95,00\%\\ 
        Memorial JK & 17 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
        \hline
        Média & 12,83 & 9,00 & 48,67 & 1,33 & 1,00 & 0,8852 & 96,11\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup


%H20 V20
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H20 V20 + YCbCr.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H20 V20} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 17 & 8 & 48 & 2 & 2 & 0,8000 & 93,33\%\\ 
        Catedral & 2 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
        Congresso & 3 & 8 & 50 & 0 & 2 & 0,8889 & 96,67\%\\ 
        Ponte & 7 & 10 & 47 & 3 & 0 & 0,8696 & 95,00\%\\ 
        Teatro & 18 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
        Memorial JK & 27 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
        \hline
        Média & 12,33 & 9,33 & 49,17 & 0,83 & 0,67 & 0,9256 & 97,50\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup


%H30 V30
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H30 V30 + YCbCr.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H30 V30} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 8 & 6 & 49 & 1 & 4 & 0,7059 & 91,67\%\\ 
		Catedral & 1 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
		Congresso & 30 & 9 & 49 & 1 & 1 & 0,9000 & 96,67\%\\ 
		Ponte & 7 & 8 & 48 & 2 & 2 & 0,8000 & 93,33\%\\ 
		Teatro & 8 & 10 & 49 & 1 & 0 & 0,9524 & 98,33\%\\ 
		Memorial JK & 28 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
		\hline
		Média & 13,67 & 8,83 & 49,17 & 0,83 & 1,17 & 0,8983 & 96,67\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup


%H40 V40
\begingroup
    \fontsize{9pt}{12pt}\selectfont
        
        \begin{table}[H]
        \caption{H40 V40 + YCbCr.}
        \centering
        \resizebox{14.5cm}{2.5cm} {\begin{tabular}{ |l|c|c|c|c|c|c|c| }
        \hline
        \multicolumn{8}{ |c| }{H40 V40} \\
        \hline
         & Nro Neurônios & TP & TN & FP & FN & F-measure & \% Acerto\\ 
        \hline
        Museu & 3 & 8 & 50 & 0 & 2 & 0,8889 & 96,67\%\\ 
		Catedral & 1 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
		Congresso & 6 & 10 & 47 & 3 & 0 & 0,8696 & 95,00\%\\ 
		Ponte & 15 & 9 & 47 & 3 & 1 & 0,8182 & 93,33\%\\ 
		Teatro & 29 & 8 & 50 & 0 & 2 & 0,8889 & 96,67\%\\ 
		Memorial JK & 18 & 10 & 50 & 0 & 0 & 1,0000 & 100,00\%\\ 
		\hline
		Média & 12,00 & 9,17 & 49,00 & 1,00 & 0,83 & 0,9091 & 96,94\%\\
        \hline
        \end{tabular} }
        \end{table}

\endgroup

